DELTΔX Framework is a formal cognitive audit architecture designed to observe, measure, and stabilize reasoning processes without influencing decision outputs.
It does not recommend.
It does not optimize.
It verifies structural coherence only.
Core Principle
ΔX > 0
Any analytical or cognitive process must produce an observable structural delta (ΔX).
If no measurable delta emerges, the process is considered inert.
Vector Axes Model
AV = {A, N, R, I, C, S, E}
Where:
- A — Alignment
- N — Neutrality
- R — Reproducibility
- I — Integrity
- C — Coherence
- S — Stability
- E — Entropy Control
The framework measures interactions across these axes without prescribing behavioral outcomes.
Operational Scope
- Non-clinical
- Non-military
- Non-prescriptive
- Audit-only architecture
It functions or fails strictly on structural reproducibility.
Repositories
OSF Corpus:
https://osf.io/9jrp8/
Zenodo Archive (DOI):
https://doi.org/10.5281/zenodo.18526702
Structural Statement
“This document describes a formal framework.
It is neither a norm, nor a recommendation, nor an authority.
It operates — or it collapses.”
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